5 citations · 14 across the 6 of their papers we have counts for
6 papers
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
Cristiano Patrício, João C. Neves, Luís F. Teixeira
Early detection of melanoma is crucial for preventing severe complications and increasing the chances of successful treatment. Existing deep learning approaches for melanoma skin l…
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira +1
The increasing popularity of attention mechanisms in deep learning algorithms for computer vision and natural language processing made these models attractive to other research dom…
Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies
Mafalda Falcao Ferreira, Rui Camacho, Luis F. Teixeira
Cancer is still one of the most devastating diseases of our time. One way of automatically classifying tumor samples is by analyzing its derived molecular information (i.e., its ge…
GarmNet: Improving Global with Local Perception for Robotic Laundry Folding
Daniel Fernandes Gomes, Shan Luo, Luis F. Teixeira
Developing autonomous assistants to help with domestic tasks is a vital topic in robotics research. Among these tasks, garment folding is one of them that is still far from being a…
Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning
João Bernardino, Luís Filipe Teixeira, Hugo Sereno Ferreira
Knee injuries are frequent, varied and often require the patient to undergo intensive rehabilitation for several months. Treatment protocols usually contemplate some recurrent meas…
Active Mining of Parallel Video Streams
Samaneh Khoshrou, Jaime S. Cardoso, Luis F. Teixeira
The practicality of a video surveillance system is adversely limited by the amount of queries that can be placed on human resources and their vigilance in response. To transcend th…